An Age-Specific Atlas for Delineation of White Matter Pathways in Children Aged 6-8 Years

Arthur P C Spencer1,2, Hollie Byrne1, Richard Lee-Kelland2

  • 1Clinical Research and Imaging Centre, University of Bristol, Bristol, United Kingdom.

Brain Connectivity
|July 2, 2021
PubMed

Insights

A new age-specific white matter atlas for children aged 6-8 years improves accuracy in diffusion MRI analysis. This probabilistic atlas enhances measurement of white matter tracts compared to adult templates.

Area of Science:

  • Neuroimaging
  • Developmental Neuroscience
  • Biomedical Engineering

Background:

  • Diffusion MRI assesses white matter connectivity noninvasively.
  • Probabilistic atlases are crucial for spatial normalization in group analyses.
  • Adult atlases may be suboptimal for pediatric brain development studies.

Purpose of the Study:

  • To create an age-specific probabilistic white matter atlas for children aged 6-8 years.
  • To compare the accuracy of this new atlas against an adult atlas for diffusion MRI analysis.

Main Methods:

  • Averaged subject-specific fiber bundles from 28 children (6-8 years) to create a 12-tract atlas.
  • Validated the atlas against subject-specific fiber bundles in two independent cohorts.
  • Assessed accuracy via volumetric overlap and diffusion metric correlation.

Main Results:

  • The age-specific atlas demonstrated superior performance over the adult atlas.
  • Achieved higher volumetric overlap and stronger correlation of fractional anisotropy (FA) measurements.
  • Significantly improved FA estimation accuracy for key white matter tracts.

Conclusions:

  • The developed atlas accurately delineates pediatric white matter tracts (ages 6-8) without tractography.
  • Offers improved accuracy over adult atlases for normalizing pediatric diffusion MRI data.
  • Represents the first publicly available probabilistic white matter atlas for this age group.